{"id":"W2021222296","doi":"10.1097/01.ju.0000181810.22617.f8","title":"MINIMIZING TREATMENT WITHOUT COMPROMISING CURE WITH PRIMARY SURVEILLANCE FOR CLINICAL STAGE I EMBRYONAL PREDOMINANT NONSEMINOMATOUS TESTICULAR CANCER: A POPULATION BASED ANALYSIS FROM BRITISH COLUMBIA","year":2005,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Retroperitoneal lymph node dissection; Testicular cancer; Surgery; Chemotherapy; Stage (stratigraphy); Seminoma; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002720195,0.0002259429,0.0003139168,0.0006151549,0.0008445004,0.0007262754,0.0004592243,0.0003480256,0.001138887],"category_scores_gemma":[0.001253103,0.0002326467,0.0002744675,0.001150279,0.0003869215,0.0001513207,0.0004140822,0.0003555084,0.0001242461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002475042,"about_ca_system_score_gemma":0.002558586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4642241,"about_ca_topic_score_gemma":0.6475317,"domain_scores_codex":[0.9995882,0.000074408,0.00002846778,0.00007367141,0.000119706,0.0001154513],"domain_scores_gemma":[0.9992558,0.00009678608,0.0002480819,0.00003490002,0.000148459,0.0002158921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006372791,0.00001561453,0.9980248,0.000006843735,0.0000270318,0.0001308671,0.00008945799,0.00003667405,0.0001596194,0.000006151182,0.0001167898,0.00132246],"study_design_scores_gemma":[0.000007563003,0.00004467944,0.9990991,0.000007267861,0.00001999872,0.0002492164,0.0002690084,0.0001036588,0.00002886681,0.000005043478,0.0001628475,0.000002757398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994324,0.0001537628,0.00001725172,0.00002936585,0.000001528174,0.000005032614,0.0001130543,0.000001312613,0.0002462192],"genre_scores_gemma":[0.999581,0.0001026041,0.00001449798,0.00002392854,0.000002121663,0.000003225299,0.0001753571,0.000001226246,0.00009601752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5357759,"threshold_uncertainty_score":0.9230441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319867950381112,"score_gpt":0.3186983774178044,"score_spread":0.2954996979139933,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}